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...Transduction, or transductive inference, tries to predict new outputs on specific and fixed (test) cases from observed, specific (training) cases.
The simplest realization for transductive inference is the method of k-nearest neighbors.
Learning to learn learns its own inductive bias based on previous experience.
...AND SO ON....
Enjoy the program !
Google() meets the Matrix. Red Piranha combines Lucene (Searching Ability), XML-RDF (ability to learn), Tomcat (for P2P Power) and Spring (Ease of use) to not only let you find anything, anywhere, but to actually understand what you are looking for.